AI News · 2026-10-14

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Optimizing Agent Reliability and Tool Calling Efficiency for Chip Design Using NVIDIA NeMo Gym

NVIDIA Technical Blog ·

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AI agents offer remarkable productivity gains in complex chip design workflows, but their tendency to generate plausible yet incorrect artifacts makes... AI agents offer remarka…

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Amp puts AI agents to work beyond code with OpenAI models

OpenAI ·

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See how Amp pushes the frontier of what agents can do with GPT-6 Astra, Ultrafast, GPT-Live-1, and Sign in with ChatGPT.

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PatTransBench: an ipc-stratified, multi-dimensional benchmark for patent machine translation evaluation

arXiv cs.CL ·

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We present PatTransBench, a 12,000-item Chinese-English/Japanese/Korean patent machine translation (PatMT) benchmark with a four-dimensional evaluation protocol. The benchmark c…

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Trust-Calibrated VLA Policy Post-Training with Evolving Imagination

arXiv cs.RO ·

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Vision-Language-Action (VLA) models are often pretrained via imitation learning, making reinforcement learning (RL) post-training important when deployment moves beyond demonstr…

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DexStitch: Learning and Composing Dexterous Skills from Human Videos via Contact-Aware Robotic Inpainting

arXiv cs.RO ·

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A long-horizon manipulation task consists of primitive skills and the transitions connecting them. Learning skills that can be executed in sequence requires supervision for both…

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ANCHOR: Assessing Naturalistic Constraint Hierarchies and Ordering in Repository-Grounded Agentic Coding

arXiv cs.CL ·

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For repository-grounded coding agents, a functionally correct patch is not necessarily an acceptable one: developers also constrain how the task must be carried out-modification…

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Xbow 用 GPT-5.6 挖出 Chrome 三个漏洞,获 Google 25 万美元全链奖励

AIHOT ·

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Xbow 工程师 Brendan Dolan-Gavitt 用 OpenAI 的 gpt-5.6-sol 分析 Chrome 源码,历时六天、花费约 4 万美元算力,找到三个独立漏洞组成漏洞链,使标签页内普通 JavaScript 代码穿越两个防护边界、逃出所有沙箱。

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llm-gemini 0.35

Simon Willison ·

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Release: llm-gemini 0.35 I added support to llm-gemini for the new Gemini 4 Argon model, made available today via the Gemini API and for customers of their $100/month subscripti…

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Visual Studio Copilot 与 SSMS 远程代码执行漏洞(CVE-2026-103572)技术分析

AIHOT ·

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Johann Rehberger 披露 Visual Studio Copilot 与 SQL Server Management Studio 中的远程代码执行漏洞 CVE-2026-103572,根因是利用文件名末尾多加一个点绕过路径校验,写入 .mcp. 或 settings.VisualStudio. 等受保护配置文件,实现任意命令执行。

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How to Rewrite Apache Spark UDFs for GPU Acceleration with AI Agents

NVIDIA Technical Blog ·

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Enterprise applications have become increasingly demanding. Agentic AI has compounded the need for vast amounts of enterprise data with frequent, complex... Enterprise applicati…

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